metamer-package: metamer: Create Data with Identical Statistics

In metamer: Create Data with Identical Statistics

metamer: Create Data with Identical Statistics

Description

Creates data with identical statistics (metamers) using an iterative algorithm proposed by Matejka & Fitzmaurice (2017) doi: 10.1145/3025453.3025912.

Overview

Create metamers with the metamerize() function.

Some helper functions included:

• draw_data() for drawing 2D datasets by hand and densify() for increasing the point density of those drawings.

• delayed_with() for defining statistics to preserve.

• moments_n() for preserving moments of order n.

• mean_dist_to() for minimizing the mean distance to a known target dataset.

The as.data.frame()/[data.table::as.data.table()] methods included will turn a metamer_list' into a tidy data.frame.

Inspired by Matejka & Fitzmaurice (2017) awesome paper.

Author(s)

Maintainer: Elio Campitelli [e-mail] (ORCID)

References

Matejka, J., & Fitzmaurice, G. (2017). Same Stats, Different Graphs. Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems - CHI ’17, 1290–1294. https://doi.org/10.1145/3025453.3025912

See Also

Useful links:

• https://eliocamp.github.io/metamer/

• Report bugs at https://github.com/eliocamp/metamer/issues

metamer documentation built on June 24, 2022, 1:06 a.m.